论文标题
关于多人匪徒的调查
A survey on multi-player bandits
论文作者
论文摘要
多人匪徒主要是由于其应用于认知无线网络的应用，在过去十年中引起了很多兴趣。在其理论方面取得了很大的进步。但是，当前的算法远非适用，并且在这些理论结果与实际认知无线网络中多人匪徒算法的可能实现之间仍然存在许多障碍。这项调查将富裕的多人匪徒文献进行环境化和组织。鉴于现有作品，出现了一些明确的研究方向。我们认为，对这些不同方向的进一步研究可能会导致理论算法适合现实情况。
Due mostly to its application to cognitive radio networks, multiplayer bandits gained a lot of interest in the last decade. A considerable progress has been made on its theoretical aspect. However, the current algorithms are far from applicable and many obstacles remain between these theoretical results and a possible implementation of multiplayer bandits algorithms in real cognitive radio networks. This survey contextualizes and organizes the rich multiplayer bandits literature. In light of the existing works, some clear directions for future research appear. We believe that a further study of these different directions might lead to theoretical algorithms adapted to real-world situations.
